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/*=========================================================================
Program: Insight Segmentation & Registration Toolkit
Module: itkParallelSparseFieldLevelSetImageFilterTest.cxx
Language: C++
Date: $Date$
Version: $Revision$
Copyright (c) Insight Software Consortium. All rights reserved.
See ITKCopyright.txt or http://www.itk.org/HTML/Copyright.htm for details.
This software is distributed WITHOUT ANY WARRANTY; without even
the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
PURPOSE. See the above copyright notices for more information.
=========================================================================*/
#if defined(_MSC_VER)
#pragma warning ( disable : 4786 )
#endif
#include "itkImageRegionIterator.h"
#include "itkLevelSetFunction.h"
#include "itkParallelSparseFieldLevelSetImageFilter.h"
#include "itkImageFileWriter.h"
/*
* This test exercises the dense p.d.e. solver framework
* itkParallelSparseFieldLevelSetImageFilter and the three-dimensional level
* set surface modeling function object. It shows how to subclass
* the ParallelSparseFieldLevelSetImageFilter and the LevelSetFunction to
* create a very simple level set surface evolution application.
*
* This application morphs a sphere to a cube using the level-set surface
* modeling framework. Speed function input to the level-set equation
* is the cube distance transform.
*
*/
const unsigned int HEIGHT = (64);
const unsigned int WIDTH = (64);
const unsigned int DEPTH = (64);
const int RADIUS= (vnl_math_min (vnl_math_min(HEIGHT, WIDTH), DEPTH) / 4);
// Distance transform function for a sphere
float sphere(unsigned int x, unsigned int y, unsigned int z)
{
float dis;
dis
= (x - (float)WIDTH /2.0)*(x - (float)WIDTH /2.0)
+ (y - (float)HEIGHT/2.0)*(y - (float)HEIGHT/2.0)
+ (z - (float)DEPTH /2.0)*(z - (float)DEPTH /2.0) ;
dis = RADIUS - vcl_sqrt(dis);
return(-dis);
}
// Distance transform function for a cube
float cube(unsigned int x, unsigned int y, unsigned int z)
{
float X, Y, Z;
X = vcl_fabs(x - (float)WIDTH /2.0);
Y = vcl_fabs(y - (float)HEIGHT/2.0);
Z = vcl_fabs(z - (float)DEPTH /2.0);
float dis;
if (!((X > RADIUS)&&(Y > RADIUS)&&(Z>RADIUS)))
{
dis = RADIUS - (vnl_math_max (vnl_math_max(X, Y), Z));
}
else
{
dis = -sqrt((X - RADIUS)*(X - RADIUS) + (Y - RADIUS)*(Y - RADIUS) + (Z - RADIUS)*(Z - RADIUS));
}
return(-dis);
}
// Evaluates a function at each pixel in the itk volume
void evaluate_function(itk::Image<float, 3> *im,
float (*f)(unsigned int, unsigned int, unsigned int) )
{
itk::Image<float, 3>::IndexType idx;
for (unsigned int x = 0; x < WIDTH; ++x)
{
idx[0] = x;
for (unsigned int y = 0; y < HEIGHT; ++y)
{
idx[1] = y;
for (unsigned int z = 0; z < HEIGHT; ++z)
{
idx[2] = z;
im->SetPixel (idx, f(x, y, z) );
}
}
}
}
namespace itk {
/**
* \class MorphFunction
* Subclasses LevelSetFunction, supplying the ``PropagationSpeed'' term.
*
* See LevelSetFunction for more information.
*/
class MorphFunction : public LevelSetFunction< Image<float, 3> >
{
public:
void SetDistanceTransform (Image<float, 3> *d)
{
m_DistanceTransform = d;
}
typedef MorphFunction Self;
typedef LevelSetFunction< Image<float, 3> > Superclass;
typedef Superclass::RadiusType RadiusType;
typedef Superclass::GlobalDataStruct GlobalDataStruct;
/**
* Smart pointer support for this class.
*/
typedef SmartPointer<Self> Pointer;
typedef SmartPointer<const Self> ConstPointer;
/**
* Run-time type information (and related methods)
*/
itkTypeMacro( MorphFunction, LevelSetFunction );
/**
* Method for creation through the object factory.
*/
itkNewMacro(Self);
protected:
~MorphFunction() {}
MorphFunction()
{
RadiusType r;
r[0] = r[1] = r[2] = 1;
Superclass::Initialize(r);
}
private:
Image<float, 3>::Pointer m_DistanceTransform;
virtual ScalarValueType PropagationSpeed(
const NeighborhoodType& neighborhood,
const FloatOffsetType &,
GlobalDataStruct *
) const
{
Index<3> idx = neighborhood.GetIndex();
return m_DistanceTransform->GetPixel(idx);
}
};
class MorphFilter : public
ParallelSparseFieldLevelSetImageFilter< Image<float, 3>, Image<float, 3> >
{
public:
typedef MorphFilter Self;
/**
* Smart pointer support for this class.
*/
typedef SmartPointer<Self> Pointer;
typedef SmartPointer<const Self> ConstPointer;
/**
* Run-time type information (and related methods)
*/
itkTypeMacro( MorphFunction, LevelSetFunction );
/**
* Method for creation through the object factory.
*/
itkNewMacro(Self);
itkSetMacro(Iterations, unsigned int);
void SetDistanceTransform(Image<float, 3> *im)
{
((MorphFunction *)(this->GetDifferenceFunction().GetPointer()))
->SetDistanceTransform(im);
}
protected:
~MorphFilter() {}
MorphFilter()
{
MorphFunction::Pointer p = MorphFunction::New();
p->SetPropagationWeight(-1.0);
p->SetAdvectionWeight(0.0);
p->SetCurvatureWeight(1.0);
this->SetDifferenceFunction(p);
m_Iterations = 0;
}
MorphFilter(const Self &); // purposely not implemented
private:
unsigned int m_Iterations;
virtual bool Halt()
{
if (this->GetElapsedIterations() == m_Iterations) return true;
else return false;
}
};
} // end namespace itk
int itkParallelSparseFieldLevelSetImageFilterTest(int argc, char* argv[])
{
if (argc < 2)
{
std::cerr << "Usage: " << argv[0] << " OutputImage [InitImage [TargetImage]]\n";
return EXIT_FAILURE;
}
typedef itk::Image<float, 3> ImageType;
const int n = 100; // Number of iterations
const int numOfThreads= 3; // Number of threads to be used
ImageType::Pointer im_init = ImageType::New();
ImageType::Pointer im_target = ImageType::New();
ImageType::RegionType r;
ImageType::SizeType sz = {{HEIGHT, WIDTH, DEPTH}};
ImageType::IndexType idx = {{0,0,0}};
r.SetSize(sz);
r.SetIndex(idx);
ImageType::PointType origin;
ImageType::SpacingType spacing;
ImageType::DirectionType direction;
origin[0] = 1.0; origin[1] = 10.0; origin[2] = 100.0;
spacing[0] = 1.0; spacing[1] = 2.0; spacing[2] = 3.0;
direction.SetIdentity();
direction(1,1) = -1.0;
im_init->SetLargestPossibleRegion(r);
im_init->SetBufferedRegion(r);
im_init->SetRequestedRegion(r);
im_init->SetOrigin(origin);
im_init->SetSpacing(spacing);
im_init->SetDirection(direction);
im_target->SetLargestPossibleRegion(r);
im_target->SetBufferedRegion(r);
im_target->SetRequestedRegion(r);
im_target->SetOrigin(origin);
im_target->SetSpacing(spacing);
im_target->SetDirection(direction);
im_init->Allocate();
im_target->Allocate();
evaluate_function(im_init, sphere);
evaluate_function(im_target, cube);
typedef itk::ImageFileWriter< ImageType > WriterType;
WriterType::Pointer writer = WriterType::New();
if (argc > 2)
{
writer->SetInput (im_init);
writer->SetFileName (argv[2]);
writer->Update ();
}
if (argc > 3)
{
writer->SetInput (im_target);
writer->SetFileName (argv[3]);
writer->Update ();
}
itk::ImageRegionIterator<ImageType> itr(im_target,
im_target->GetRequestedRegion());
// Squash level sets everywhere but near the zero set.
for (itr = itr.Begin(); ! itr.IsAtEnd(); ++itr)
{
itr.Value() = itr.Value() /vcl_sqrt((5.0f +vnl_math_sqr(itr.Value())));
}
itk::MorphFilter::Pointer mf = itk::MorphFilter::New();
mf->SetDistanceTransform(im_target);
mf->SetIterations(n);
mf->SetInput(im_init);
mf->SetNumberOfThreads(numOfThreads);
mf->SetNumberOfLayers(3);
try
{
mf->Update();
}
catch (itk::ExceptionObject &e)
{
std::cerr << e << std::endl;
}
mf->GetOutput()->Print(std::cout);
writer->SetInput (mf->GetOutput());
writer->SetFileName (argv[1]);
writer->Update();
std::cout << mf << std::endl << std::flush;
std::cout << "Passed !" << std::endl << std::flush;
return EXIT_SUCCESS;
}
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